---
title: "ACM Transactions on Software Engineering and Methodology"
description: "ACM Transactions on Software Engineering and Methodology 2023 — papers: 2 papers in the Elamur Research library, with our summaries…"
canonical: "https://research.elamur.ai/free/en/venues/acm-transactions-on-software-engineering-and-methodology/2023/"
---
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# ACM Transactions on Software Engineering and Methodology 2023 — papers

The works of ACM Transactions on Software Engineering and Methodology published in 2023 that our library holds (publisher: Association for Computing Machinery): 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**159** works that year](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-software-engineering-and-methodology/2023/#works) · [**542** citations of these works](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-software-engineering-and-methodology/2023/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[A Survey on Automated Driving System Testing: Landscapes and Trends ↗](https://doi.org/10.1145/3579642)**Shuncheng Tang, Zhenya Zhang, Yi Zhang et al.*157 citations*
2. **[Rise of the Planet of Serverless Computing: A Systematic Review ↗](https://doi.org/10.1145/3579643)**Jinfeng Wen, Zhenpeng Chen, Xin Jin et al.*140 citations*
3. **[A Survey of Learning-based Automated Program Repair ↗](https://doi.org/10.1145/3631974)**Quanjun Zhang, Chunrong Fang, Yuxiang Ma et al.*132 citations*
4. **[Testing RESTful APIs: A Survey ↗](https://doi.org/10.1145/3617175)**Amid Golmohammadi, Man Zhang, Andrea Arcuri*109 citations*
5. **[A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers ↗](https://doi.org/10.1145/3583561)**Zhenpeng Chen, Jie M. Zhang, Federica Sarro et al.*104 citations*
6. **[Security Misconfigurations in Open Source Kubernetes Manifests: An Empirical Study ↗](https://doi.org/10.1145/3579639)**Akond Rahman, Shazibul Islam Shamim, Dibyendu Brinto Bose et al.*103 citations*
7. **[Toward Understanding Deep Learning Framework Bugs ↗](https://doi.org/10.1145/3587155)**Junjie Chen, Yihua Liang, Qingchao Shen et al.*89 citations*
8. **[Ethics in the Age of AI: An Analysis of AI Practitioners’ Awareness and Challenges ↗](https://doi.org/10.1145/3635715)**Aastha Pant, Rashina Hoda, Simone V. Spiegler et al.*80 citations*
9. **[FaaSLight : General Application-level Cold-start Latency Optimization for Function-as-a-Service in Serverless Computing ↗](https://doi.org/10.1145/3585007)**Xuanzhe Liu, Jinfeng Wen, Zhenpeng Chen et al.*79 citations*
10. **[Early Validation and Verification of System Behaviour in Model-based Systems Engineering: A Systematic Literature Review ↗](https://doi.org/10.1145/3631976)**Johan Cederbladh, Antonio Cicchetti, Jagadish Suryadevara*64 citations*

## All works of the year (159)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. **[A Survey on Automated Driving System Testing: Landscapes and Trends ↗](https://doi.org/10.1145/3579642)**Shuncheng Tang, Zhenya Zhang, Yi Zhang et al.*157 citations*
2. **[Rise of the Planet of Serverless Computing: A Systematic Review ↗](https://doi.org/10.1145/3579643)**Jinfeng Wen, Zhenpeng Chen, Xin Jin et al.*140 citations*
3. **[A Survey of Learning-based Automated Program Repair ↗](https://doi.org/10.1145/3631974)**Quanjun Zhang, Chunrong Fang, Yuxiang Ma et al.*132 citations*
4. **[Testing RESTful APIs: A Survey ↗](https://doi.org/10.1145/3617175)**Amid Golmohammadi, Man Zhang, Andrea Arcuri*109 citations*
5. **[A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers ↗](https://doi.org/10.1145/3583561)**Zhenpeng Chen, Jie M. Zhang, Federica Sarro et al.*104 citations*
6. **[Security Misconfigurations in Open Source Kubernetes Manifests: An Empirical Study ↗](https://doi.org/10.1145/3579639)**Akond Rahman, Shazibul Islam Shamim, Dibyendu Brinto Bose et al.*103 citations*
7. **[Toward Understanding Deep Learning Framework Bugs ↗](https://doi.org/10.1145/3587155)**Junjie Chen, Yihua Liang, Qingchao Shen et al.*89 citations*
8. **[Ethics in the Age of AI: An Analysis of AI Practitioners’ Awareness and Challenges ↗](https://doi.org/10.1145/3635715)**Aastha Pant, Rashina Hoda, Simone V. Spiegler et al.*80 citations*
9. **[FaaSLight : General Application-level Cold-start Latency Optimization for Function-as-a-Service in Serverless Computing ↗](https://doi.org/10.1145/3585007)**Xuanzhe Liu, Jinfeng Wen, Zhenpeng Chen et al.*79 citations*
10. **[Early Validation and Verification of System Behaviour in Model-based Systems Engineering: A Systematic Literature Review ↗](https://doi.org/10.1145/3631976)**Johan Cederbladh, Antonio Cicchetti, Jagadish Suryadevara*64 citations*
11. **[Asteria-Pro: Enhancing Deep Learning-based Binary Code Similarity Detection by Incorporating Domain Knowledge ↗](https://doi.org/10.1145/3604611)**Shouguo Yang, Chaopeng Dong, Yang Xiao et al.*58 citations*
12. **[NSFuzz: Towards Efficient and State-Aware Network Service Fuzzing ↗](https://doi.org/10.1145/3580598)**Shisong Qin, Fan Hu, Zheyu Ma et al.*52 citations*
13. **[Digital Twin-based Anomaly Detection with Curriculum Learning in Cyber-physical Systems ↗](https://doi.org/10.1145/3582571)**Qinghua Xu, Shaukat Ali, Tao Yue*48 citations*
14. **[Finding Near-optimal Configurations in Colossal Spaces with Statistical Guarantees ↗](https://doi.org/10.1145/3611663)**Jeho Oh, Don S. Batory, Rubén Heradio*48 citations*
15. **[Open Problems in Fuzzing RESTful APIs: A Comparison of Tools ↗](https://doi.org/10.1145/3597205)**Man Zhang, Andrea Arcuri*48 citations*
16. **[Dissecting American Fuzzy Lop: A FuzzBench Evaluation ↗](https://doi.org/10.1145/3580596)**Andrea Fioraldi, Alessandro Mantovani, Dominik Maier et al.*47 citations*
17. **[An Extractive-and-Abstractive Framework for Source Code Summarization ↗](https://doi.org/10.1145/3632742)**Weisong Sun, Chunrong Fang, Yuchen Chen et al.*43 citations*
18. **[Automated Identification of Toxic Code Reviews Using ToxiCR ↗](https://doi.org/10.1145/3583562)**Jaydeb Sarker, Asif Kamal Turzo, Ming Dong et al.*43 citations*
19. **[Vision Transformer Inspired Automated Vulnerability Repair ↗](https://doi.org/10.1145/3632746)**Michael C. Fu, Van Nguyen, Chakkrit Kla Tantithamthavorn et al.*41 citations*
20. **[White-Box Fuzzing RPC-Based APIs with EvoMaster: An Industrial Case Study ↗](https://doi.org/10.1145/3585009)**Man Zhang, Andrea Arcuri, Yonggang Li et al.*40 citations*
21. **[CodeEditor : Learning to Edit Source Code with Pre-trained Models ↗](https://doi.org/10.1145/3597207)**Jia Li, Ge Li, Zhuo Li et al.*38 citations*
22. **[Testing of Deep Reinforcement Learning Agents with Surrogate Models ↗](https://doi.org/10.1145/3631970)**Matteo Biagiola, Paolo Tonella*38 citations*
23. **[Modern Code Reviews—Survey of Literature and Practice ↗](https://doi.org/10.1145/3585004)**Deepika Badampudi, Michael Unterkalmsteiner, Ricardo Britto*37 citations*
24. **[Towards Practical Binary Code Similarity Detection: Vulnerability Verification via Patch Semantic Analysis ↗](https://doi.org/10.1145/3604608)**Shouguo Yang, Zhengzi Xu, Yang Xiao et al.*36 citations*
25. **[Fair Enough: Searching for Sufficient Measures of Fairness ↗](https://doi.org/10.1145/3585006)**Suvodeep Majumder, Joymallya Chakraborty, Gina R. Bai et al.*34 citations*

[See all 159 papers in ACM Transactions on Software Engineering and Methodology 2023 — papers →](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-software-engineering-and-methodology/2023/papers/)

## Works with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. **[Self-collaboration Code Generation via ChatGPT](https://md.research.elamur.ai/free/en/papers/dong-2023-self-collaboration-code-generation/) [ACM Transactions on Software Engineering and Methodology](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-software-engineering-and-methodology/)**Yihong Dong; Xue Jiang; Zhi Jin;, Ge Li*2023 · 319 citations*
2. **[Self-planning Code Generation with Large Language Models](https://md.research.elamur.ai/free/en/papers/jiang-2023-self-planning-code-generation-large/) [ACM Transactions on Software Engineering and Methodology](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-software-engineering-and-methodology/)**Xue Jiang, Yihong Dong, Lecheng Wang, et al.*2023 · 223 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Code & programming languages (2)](https://md.research.elamur.ai/free/en/topics/code-and-programming/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Ge Li**2 works here · 542 citations](https://md.research.elamur.ai/free/en/authors/ge-li/) · [🧑‍🔬**Wenpin Jiao**1 work here · 223 citations](https://md.research.elamur.ai/free/en/authors/wenpin-jiao/) · [🧑‍🔬**Xue Jiang**1 work here · 223 citations](https://md.research.elamur.ai/free/en/authors/xue-jiang/) · [🧑‍🔬**Yihong Dong**1 work here · 223 citations](https://md.research.elamur.ai/free/en/authors/yihong-dong/) · [🧑‍🔬**Zheng Fang**1 work here · 223 citations](https://md.research.elamur.ai/free/en/authors/zheng-fang/) · [🧑‍🔬**Zhi Jin**1 work here · 223 citations](https://md.research.elamur.ai/free/en/authors/zhi-jin/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Peking University** Beijing · China 2 works here](https://md.research.elamur.ai/free/en/universities/peking-university/)

works and citations from OpenAlex and our library.

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